Evidence map›Paper›PMID 35435970›Full record

ArticleJAMA network open2022

Potential Gains in Life Expectancy Associated With Achieving Treatment Goals in US Adults With Type 2 Diabetes.

Hamed Kianmehr, Ping Zhang, Jing Luo, Jingchuan Guo, Meda E Pavkov, Kai McKeever Bullard, Edward W Gregg, Naykky Singh Ospina, Vivian Fonseca, Lizheng Shi and 1 more

Open access · goldAbstract read
In one paragraph

Article in JAMA network open, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed, 1 pooled it
6.7field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

30 citing papers in PubMed, 1 synthesis or guideline pooled it, 50 citations in OpenAlex.

  1. Pooled it
  2. Trial
  3. Trial
  4. Review
  5. Article
  6. Article
  7. Artificial Intelligence in Diabetes Care: Applications, Challenges, and Opportunities Ahead.Endocrine practice : official journal of the American College of Endocrinology and the American Association of Clinical Endocrinologists · 2025
    Review
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. Review
  15. Food Rx: Integrating horticulture research to improve nutrition and health.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  16. Article
  17. Article
  18. Review
  19. Cognitive decline and diabetes in the clinical setting.Medicine and pharmacy reports · 2025
    Article
  20. Article
4 · The record

Corrections and comments

  • Commented on by
    2023
5 · Who and what money

Authors and funding

11 authors at 6 institutions in 2 countries.

Hamed KianmehrDepartment of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville.
Ping ZhangDivision of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia.
Jing LuoDivision of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Jingchuan GuoDepartment of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville.
Meda E PavkovDivision of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia.
Kai McKeever BullardDivision of Diabetes Translation, Centers for Disease Control and Prevention, Atlanta, Georgia.
Edward W GreggSchool of Public Health, Imperial College London, London, United Kingdom.
Naykky Singh OspinaDivision of Endocrinology, Diabetes, and Metabolism, University of Florida College of Medicine, Gainesville.
Vivian FonsecaDepartment of Medicine and Pharmacology, School of Medicine, Tulane University, New Orleans, Louisiana.
Lizheng ShiDepartment of Health Policy and Management, School of Public Health and Tropical Medicine, Tulane University, New Orleans, Louisiana.
Hui ShaoDepartment of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville.
Centers for Disease Control and Prevention · USTulane University · USUniversity of Florida · USCenter for Drug Evaluation and Research · USImperial College London · GBUniversity of Pittsburgh · US

Funding

Supplement of NIDDK R01 newer GLDs and Clinical OutcomesR01DK133465 · NIDDK · UNIVERSITY OF FLORIDA · PI GUO, JINGCHUAN, SHAO, HUI · 2022 to 2025
$2.8M
Adequate selection of patients for thyroid biopsy: evaluation of a shared decision making conversation aidK08CA248972 · NCI · UNIVERSITY OF FLORIDA · PI SINGH OSPINA, NAYKKY · 2020 to 2024
$1.1M
Developing a provider-facing intervention to address cost-related medication restrictions and improve medication use in patients with type 2 diabetesK23DK120956 · NIDDK · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI LUO, JING · 2021 to 2024
$829k
NCI NIH HHS K08 CA248972NIDDK NIH HHS K23 DK120956NIDDK NIH HHS R01 DK133465
6 · The paper itself

Abstract

Importance: Improvements in control of factors associated with diabetes risk in the US have stalled and remain suboptimal. The benefit of continually improving goal achievement has not been evaluated to date. Objective: To quantify potential gains in life expectancy (LE) among people with type 2 diabetes (T2D) associated with lowering glycated hemoglobin (HbA1c), systolic blood pressure (SBP), low-density lipoprotein cholesterol (LDL-C), and body mass index (BMI) toward optimal levels. Design, Setting, and Participants: In this decision analytical model, the Building, Relating, Assessing, and Validating Outcomes (BRAVO) diabetes microsimulation model was calibrated to a nationally representative sample of adults with T2D from the National Health and Nutrition Examination Survey (2015-2016) using their linked short-term mortality data from the National Death Index. The model was then used to conduct the simulation experiment on the study population over a lifetime. Data were analyzed from January to October 2021. Exposure: The study population was grouped into quartiles on the basis of levels of HbA1c, SBP, LDL-C, and BMI. LE gains associated with achieving better control were estimated by moving people with T2D from the current quartile of each biomarker to the lower quartiles. Main Outcomes and Measures: Life expectancy. Results: Among 421 individuals, 194 (46%) were women, and the mean (SD) age was 65.6 (8.9) years. Compared with a BMI of 41.4 (mean of the fourth quartile), lower BMIs of 24.3 (first), 28.6 (second), and 33.0 (third) were associated with 3.9, 2.9, and 2.0 additional life-years, respectively, in people with T2D. Compared with an SBP of 160.4 mm Hg (fourth), lower SBP levels of 114.1 mm Hg (first), 128.2 mm Hg (second), and 139.1 mm Hg (third) were associated with 1.9, 1.5, and 1.1 years gained in LE in people with T2D, respectively. A lower LDL-C level of 59 mg/dL (first), 84.0 mg/dL (second), and 107.0 mg/dL (third) were associated with 0.9, 0.7, and 0.5 years gain in LE, compared with LDL-C of 146.2 mg/dL (fourth). Reducing HbA1c from 9.9% (fourth) to 7.7% (third) was associated with 3.4 years gain in LE. However, a further reduction to 6.8% (second) was associated with only a mean of 0.5 years gain in LE, and from 6.8% to 5.9% (first) was not associated with LE benefit. Overall, reducing HbA1c from the fourth quartile to the first is associated with an LE gain of 3.8 years. Conclusions and Relevance: These findings can be used by clinicians to motivate patients in achieving the recommended treatment goals and to help prioritize interventions and programs to improve diabetes care in the US.

Indexed as

Diabetes Mellitus, Type 2GoalsAdultAgedCholesterol, LDLFemaleGlycated HemoglobinHumansLife ExpectancyMaleNutrition SurveysCholesterol, LDLGlycated Hemoglobin

Identifiers

PMID35435970
PMCPMC10292109
OpenAlexW4223983469

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.